Summarization of German Court Rulings Nov 1, 2021 Abstractive Text Summarization Articles
Code Code Available s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning Oct 26, 2021 Abstractive Text Summarization Question Generation
— Unverified Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Oct 16, 2021 Abstractive Text Summarization Reinforcement Learning (RL)
— Unverified Learning Rich Representation of Keyphrases from Text Oct 16, 2021 Abstractive Text Summarization Keyphrase Extraction
— Unverified Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization Oct 16, 2021 Abstractive Text Summarization
— Unverified Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue Oct 16, 2021 Abstractive Text Summarization Active Learning
— Unverified Attention Temperature Matters in Abstractive Summarization Distillation Oct 16, 2021 Abstractive Text Summarization Text Summarization
— Unverified ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation Oct 16, 2021 Abstractive Text Summarization Machine Translation
— Unverified Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Oct 16, 2021 Abstractive Text Summarization Document Summarization
Code Code Available PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Oct 16, 2021 Abstractive Text Summarization Decoder
Code Code Available Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation Oct 16, 2021 Abstractive Text Summarization Cross-Lingual Abstractive Summarization
Code Code Available Control Prefixes for Parameter-Efficient Text Generation Oct 15, 2021 Abstractive Text Summarization Attribute
Code Code Available Modeling Endorsement for Multi-Document Abstractive Summarization Oct 15, 2021 Abstractive Text Summarization Decoder
Code Code Available DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Oct 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization Oct 14, 2021 Abstractive Text Summarization ARC
— Unverified Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Oct 10, 2021 Abstractive Text Summarization Document Classification
— Unverified HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Oct 8, 2021 Abstractive Text Summarization Decoder
Code Code Available VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization? Oct 8, 2021 Abstractive Text Summarization Decoder
— Unverified HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles Oct 7, 2021 Abstractive Text Summarization Articles
Code Code Available Target-Side Data Augmentation for Sequence Generation Sep 29, 2021 Abstractive Text Summarization Data Augmentation
Code Code Available HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Sep 29, 2021 Abstractive Text Summarization Decoder
— Unverified DictFormer: Tiny Transformer with Shared Dictionary Sep 29, 2021 Abstractive Text Summarization Language Modeling
— Unverified Enriching and Controlling Global Semantics for Text Summarization Sep 22, 2021 Abstractive Text Summarization Text Generation
— Unverified Recursively Summarizing Books with Human Feedback Sep 22, 2021 Abstractive Text Summarization Question Answering
— Unverified BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
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